Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement LearningAlibaba · neural information processing systems6 citationsJan 1, 2025A Hierarchical Semantic Distillation Framework for Open-Vocabulary Object DetectionAlibaba · IEEE Transactions on Multimedia6 citationsJan 1, 2025Symbolic Learning Enables Self-Evolving AgentsAlibaba · SSRN Electronic Journal6 citationsJan 1, 2025Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMsAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting6 citationsJan 1, 2025Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee DiscussionsAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting6 citationsJan 1, 2025Enhancing the Robustness of Vision-Language Foundation Models by Alignment PerturbationAlibaba · IEEE Transactions on Information Forensics and Security6 citationsJan 1, 2025Efficient top-k spatial-range-constrained approximate nearest neighbor search on geo-tagged high-dimensional vectorsAlibaba · The VLDB Journal6 citationsJan 1, 2025TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot ForecasterAlibaba · neural information processing systems5 citationsJan 1, 2025A Unified Agentic Framework for Evaluating Conditional Image GenerationAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting5 citationsJan 1, 2025Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction TuningAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting5 citationsJan 1, 2025M2PA: A Multi-Memory Planning Agent for Open Worlds Inspired by Cognitive TheoryAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)5 citationsJan 1, 2025Long-form Hallucination Detection with Self-elicitationAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)5 citationsJan 1, 2025From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning TasksAlibaba · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)5 citationsJan 1, 2025S4R: Separated Self-Supervised Spectral Regression for Hyperspectral Histopathology Image DiagnosisAlibaba · IEEE Transactions on Image Processing5 citationsJan 1, 2025Multi-SWE-bench: A Multilingual Benchmark for Issue ResolvingAlibaba · neural information processing systems5 citationsJan 1, 2025Few-Shot Semantic Segmentation on Remote Sensing Images With Learnable PrototypeAlibaba · IEEE Transactions on Geoscience and Remote Sensing5 citationsJan 1, 2025A survey on knowledge graph evolution: proliferation, dynamic embedding, and versioningAlibaba · International Journal of Web and Grid Services5 citationsJan 1, 2025Weakly Supervised LiDAR Semantic Segmentation via Scatter Image AnnotationAlibaba · IEEE Transactions on Multimedia5 citationsJan 1, 2025A Deep Transformer-Based Fast CU Partition Approach for Inter-Mode VVCAlibaba · IEEE Transactions on Image Processing5 citationsJan 1, 2025OpenCUA: Open Foundations for Computer-Use AgentsAlibaba · neural information processing systems4 citationsJan 1, 2025OmniTalker: One-shot Real-time Text-Driven Talking Audio-Video Generation With Multimodal Style MimickingAlibaba · neural information processing systems4 citationsJan 1, 2025Genesis: Multimodal Driving Scene Generation with Spatio-Temporal and Cross-Modal ConsistencyAlibaba · neural information processing systems4 citationsJan 1, 2025Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI AutomationAlibaba · neural information processing systems4 citationsJan 1, 2025WebDancer: Towards Autonomous Information Seeking AgencyAlibaba · neural information processing systems4 citationsJan 1, 2025EvolveSearch: An Iterative Self-Evolving Search AgentAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)4 citationsJan 1, 2025